4ed8a88240
* Add XGBRanker to Python API doc * Show inherited members of XGBRegressor in API doc, since XGBRegressor uses default methods from XGBModel * Add table of contents to Python API doc * Skip JVM doc download if not available * Show inherited members for XGBRegressor and XGBRanker * Expose XGBRanker to Python XGBoost module directory * Add docstring to XGBRegressor.predict() and XGBRanker.predict() * Fix rendering errors in Python docstrings * Fix lint
56 lines
1.1 KiB
ReStructuredText
56 lines
1.1 KiB
ReStructuredText
Python API Reference
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====================
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This page gives the Python API reference of xgboost, please also refer to Python Package Introduction for more information about python package.
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.. contents::
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:backlinks: none
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:local:
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Core Data Structure
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-------------------
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.. automodule:: xgboost.core
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.. autoclass:: xgboost.DMatrix
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:members:
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:show-inheritance:
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.. autoclass:: xgboost.Booster
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:members:
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:show-inheritance:
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Learning API
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------------
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.. automodule:: xgboost.training
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.. autofunction:: xgboost.train
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.. autofunction:: xgboost.cv
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Scikit-Learn API
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----------------
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.. automodule:: xgboost.sklearn
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.. autoclass:: xgboost.XGBRegressor
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:members:
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:inherited-members:
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:show-inheritance:
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.. autoclass:: xgboost.XGBClassifier
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:members:
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:inherited-members:
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:show-inheritance:
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.. autoclass:: xgboost.XGBRanker
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:members:
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:inherited-members:
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:show-inheritance:
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Plotting API
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------------
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.. automodule:: xgboost.plotting
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.. autofunction:: xgboost.plot_importance
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.. autofunction:: xgboost.plot_tree
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.. autofunction:: xgboost.to_graphviz
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